Zambian Language Trainer Window

Curate local language datasets and trigger asynchronous machine learning training

Multilingual

Select Target Zambian Dialect to Manage & Train:

🇿🇲 Unified (All)
🇿🇲 Chibemba
🇿🇲 Chinyanja
🇿🇲 Chitonga
🇿🇲 Silozi
🇬🇧 English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
RT @SenorSteez: If you're a bad bitch why're you wearing sneakers? Mixed Abusive User Added
RT @SenorSteez: I cannot fuck with a broke bitch! 💯 Mixed Abusive User Added
RT @SenorSteez: Fuck wit us and then we tweakin hoe Mixed Abusive User Added
RT @SenorSteez This whole week was trash Mixed Safe User Added
RT @SelfMadee_YG: @1stBlocJeremiah wya bitch Mixed Abusive User Added
RT @Selenaelisandra: When a bitch says "hi" to bae http://t.co/DF4vFUsQzJ Mixed Abusive User Added
RT @Seinfeld2000: Uncle leo find iWatch in trash can http://t.co/T7GCSMCYLB Mixed Safe User Added
RT @SegwaySurfer: hard 2 keep the hoes off me http://t.co/LemzSFqvEl Mixed Abusive User Added
RT @SeanTheTerrible: I don't care how pretty you are, if your personality is trash men are going to treat you accordingly.. That's not tru… Mixed Safe User Added
RT @SeanTheTerrible: Having one is stressful... RT @MustBeCharm: Having a lot of bitches seem stressful Mixed Abusive User Added
RT @SeanPrice: This nigger tattoo show is horrible Mixed Hate Speech User Added
RT @SeQuoia_Gabris: “@UeonoYungJumbo: @SeQuoia_Gabris yeah hoe!” But the babies are innocent lol so Gabriella still got her sister a birthd… Mixed Safe User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.

Model Training Control

20%

Evaluation Results

Trained Algorithm: Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted Rows: Actual
Algorithm Accuracy Graph